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Segmentation

Papers

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Showing 5701–5750 of 13072 papers

TitleStatusHype
Uncertainty Estimation in Instance Segmentation with Star-convex Shapes—0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries—0
Multi-level feature fusion network combining attention mechanisms for polyp segmentation—0
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle—0
Self2Seg: Single-Image Self-Supervised Joint Segmentation and DenoisingCode0
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation—0
Target-aware Bi-Transformer for Few-shot Segmentation—0
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency—0
Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage—0
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation—0
Active Learning for Semantic Segmentation with Multi-class Label QueryCode0
CLIPUNetr: Assisting Human-robot Interface for Uncalibrated Visual Servoing Control with CLIP-driven Referring Expression Segmentation—0
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs—0
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels—0
Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation—0
Segmentation of Tubular Structures Using Iterative Training with Tailored Samples—0
3D SA-UNet: 3D Spatial Attention UNet with 3D ASPP for White Matter Hyperintensities SegmentationCode0
A Ground Segmentation Method Based on Point Cloud Map for Unstructured Roads—0
On undesired emergent behaviors in compound prostate cancer detection systems—0
Segment Anything Model for Brain Tumor Segmentation—0
Efficient Polyp Segmentation Via Integrity Learning—0
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
Morphologically-Aware Consensus Computation via Heuristics-based IterATive Optimization (MACCHIatO)—0
Temporal-aware Hierarchical Mask Classification for Video Semantic SegmentationCode0
Bayesian uncertainty-weighted loss for improved generalisability on polyp segmentation task—0
Leveraging Foundation models for Unsupervised Audio-Visual Segmentation—0
SHARM: Segmented Head Anatomical Reference ModelsCode0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
360^ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion—0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT—0
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction—0
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus ImagesCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified